Text-to-Image Generation on 200-prompt quality benchmark
19.46Pick ScoreQ4_K (ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Q4_K (ours)seed=1000, steps=48, resolution=1024^2, s/img=203.3, Size (GB)=10.4, Weights=4.5-bit W2026.06 | 19.46 | 19.1 | |
| FP8 (ref)seed=1000, steps=48, resolution=1024^2, s/img=172.9, Size (GB)=18.6, Weights=8-bit (deq.)2026.06 | 18.97 | 17.54 | |
| INT8 (ours)seed=1000, steps=48, resolution=1024^2, s/img=184–185, Size (GB)=18.6, Weights=8-bit W+A2026.06 | 18.96 | 17.42 | |
| NF4seed=1000, steps=48, resolution=1024^2, s/img=164.5, Size (GB)=∼10.4, Weights=4-bit W2026.06 | 18.5 | 15.53 |